Adding aic-hw-version Compile Options Support #528
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Signed-off-by: Abukhoyer Shaik <[email protected]>
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I have made a little change to the |
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Is anything pending on this? I think we are good to merge this change. |
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Yes, the compiler changes need to be merged first before we proceed with adding this change to Qeff. |
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Signed-off-by: Abukhoyer Shaik <[email protected]>
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Signed-off-by: Abukhoyer Shaik <[email protected]>
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This pull request introduces support for compile-time options via
keyword arguments (`kwargs`), including the `aic-hw-version` parameter,
which now accepts values `"ai100"` or `"ai200"`. If no value is
provided, the default is `"ai100"`, representing the AI100 hardware.
These enhancements allow users to tailor the `compile` API to better
suit their specific requirements.
```python
from QEfficient import QEFFAutoModelForCausalLM
from transformers import AutoTokenizer
model_name = "gpt2"
model = QEFFAutoModelForCausalLM.from_pretrained(model_name, num_hidden_layers=2)
model.compile(prefill_seq_len=128, ctx_len=256, num_cores=16, num_devices=1, **{'aic-hw-version': 'ai100'})
tokenizer = AutoTokenizer.from_pretrained(model_name)
model.generate(prompts=["Hi there!!"], tokenizer=tokenizer)
```
> **Note:** Previously, the default value for `aic-hw-version` was
`"2.0"`, which implicitly referred to AI100. This value is now
deprecated and replaced with the explicit `"ai100"` identifier.
---------
Signed-off-by: Abukhoyer Shaik <[email protected]>
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This pull request introduces support for compile-time options via keyword arguments (
kwargs), including theaic-hw-versionparameter, which now accepts values"ai100"or"ai200". If no value is provided, the default is"ai100", representing the AI100 hardware.These enhancements allow users to tailor the
compileAPI to better suit their specific requirements.Example Usage: